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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Psychopathy, Forensic Psychiatry, Sexual Offending
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,618 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,618 works in the cohort · of 4,299,418page 25 of 53

Labels cover 5 of 2,618 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 2,618 of 2,618 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Risk Assessment of Forensic Patients Nurses' Role
Maxima Encinares, Jim McNamee
2005· review· en· Journal of Psychosocial Nursing and Mental Health Services· Psychology
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
In the eye of the beholder: Psychopathy and fear enjoyment
Angela S. Book, Scarlet Stark, Jennifer MacEachern, Adelle E. Forth, Beth A. Visser, Tori Wattam +3 more
2020· article· en· Journal of Personality· Psychology
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Acquaintance Rape
Robert Lehmann, Alasdair M. Goodwill, R. Karl Hanson, Klaus-Peter Dahle
2015· article· en· Sexual Abuse· Psychology
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
The Natural History of the Paraphilias
John Bradford, A.G. Ahmed
2014· editorial· en· Psychiatric Clinics of North America· Psychology
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Hebephilic Sexual Offending
Skye Stephens, Michael C. Seto
2015· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Covert Association
William L. Marshall
2007· article· en· Clinical Case Studies· Psychology
machine prediction:candidate · noneconsensus · none
14
citations
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